Out-of-view Understanding on OpenView-Bench Contextual
80.85Choice AccHuman-level
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Human-level2025.12 | 80.85 | — | — | |
| Gemini-2.5-flashRank=22025.12 | 72.93 | 96.08 | 70.07 | |
| Qwen3-VL-8B-ThinkingRank=5, Thinking Mode=true2025.12 | 70.83 | 87.05 | 61.65 | |
| GPT-4oRank=92025.12 | 69.17 | 86.3 | 59.7 | |
| GPT-5Rank=12025.12 | 68.72 | 99.56 | 68.42 | |
| Qwen2.5-VL-72B-InstructRank=62025.12 | 68.12 | 86.53 | 58.94 | |
| Ovis2.5-9BRank=72025.12 | 67.52 | 93.32 | 63.01 | |
| MiniCPM-V 4.5Rank=32025.12 | 67.52 | 91.98 | 62.1 | |
| Qwen2.5-VL-32B-InstructRank=42025.12 | 66.17 | 87.5 | 57.89 | |
| GPT-4o-miniRank=102025.12 | 63.61 | 81.32 | 51.73 | |
| Qwen2.5-VL-7B-InstructRank=152025.12 | 61.95 | 69.17 | 42.86 | |
| Qwen3-VL-8B-InstructRank=82025.12 | 58.5 | 91 | 53.23 | |
| GLM-4.1V-9B-BaseRank=132025.12 | 57.89 | 79.74 | 46.16 | |
| Qwen2.5-VL-3B-InstructRank=172025.12 | 56.69 | 9.81 | 5.56 | |
| InternVL3.5-8BRank=142025.12 | 56.39 | 79.2 | 44.66 | |
| InternVL3.5-8BRank=13, Thinking Mode=true2025.12 | 54.14 | 85.28 | 46.16 | |
| GLM-4.1V-9B-ThinkingRank=11, Thinking Mode=true2025.12 | 52.18 | 84.73 | 44.21 | |
| LLaVA-NeXT-Mistral-7BRank=162025.12 | 39.55 | 57.41 | 22.71 |